Loud Harddrives

My tower has 5 harddrives and 4 fans in it. I use it for video editing. When I get ready to record a voice-over, it sound like I'm sitting in the cockpit of a 747. So far I've been running a cable into the next room and recording voice-overs in there, but it would be a lot more convenient if I could do them in front of my computer.